Hi, I’m Win
Research scientist and engineer building machine-learning systems for scientific discovery. I design models, data pipelines, scientific software, and real-time systems interfacing with experimental hardware. My work spans neuroscience, drug discovery, and agentic systems that learn through interaction.
I lead open-source development and help research teams turn complex methods into working tools.
Outside work, I make art and pursue side projects. See my art and writing.
Model
Machine learning
Deep learning
Statistics
Build
Scientific software
Data pipelines
Distributed computing
Integrate
Real-time inference
Agentic systems
Experimental design